Discovery Early Career Researcher Award - Grant ID: DE130100047
Funder
Australian Research Council
Funding Amount
$309,150.00
Summary
Electronic information systems and human service organisations: the development of systems for the future. There is growing concern that current forms of electronic information systems (IS) being used in social welfare agencies are undermining rather than supporting service delivery. This project will contribute to the development of new forms of IS that support frontline practitioners and thereby improve welfare services.
Large-scale computational modelling of epidemics in Australia. The project aims to develop novel computational epidemiological models to contribute to guidelines for optimal prophylaxis, vaccination and case management. Emerging threats posed by infectious diseases and bioterrorism could have dramatic effects on the Australian population, productivity and economy. The project aims to improve the accuracy and scope of modern computational epidemiological models by integrating large-scale Census d ....Large-scale computational modelling of epidemics in Australia. The project aims to develop novel computational epidemiological models to contribute to guidelines for optimal prophylaxis, vaccination and case management. Emerging threats posed by infectious diseases and bioterrorism could have dramatic effects on the Australian population, productivity and economy. The project aims to improve the accuracy and scope of modern computational epidemiological models by integrating large-scale Census datasets and explicitly simulating the entire population down to the level of single individuals, coupled with complex network-based and information flow analysis. The intended outcomes include a more precise and efficient forecasting of critical epidemic dynamics, and increased effectiveness of prevention, mitigation and management of socio-economic, socio-ecological and national security crises.Read moreRead less
Fostering digital participation through living labs in regional and rural Australian communities. This project aims to identify the specific digital needs and practices of residents in regional and rural Australia in the context of the implementation of high speed internet, including the National Broadband Network. It will identify new ways for enabling residents to develop their digital confidence and skills at home and in the community.
Structure Search Over Large Scale Heterogeneous Information Networks . Structure search on heterogeneous information networks (HINs) has many applications including cybersecurity, crime detection, social media, marketing recommendation, and public health. The project aims to develop novel techniques for efficiently conducting structure search on large scale HINs and lay the scientific foundations. The anticipated outcomes include novel computing paradigms, algorithms, indexing, incremental compu ....Structure Search Over Large Scale Heterogeneous Information Networks . Structure search on heterogeneous information networks (HINs) has many applications including cybersecurity, crime detection, social media, marketing recommendation, and public health. The project aims to develop novel techniques for efficiently conducting structure search on large scale HINs and lay the scientific foundations. The anticipated outcomes include novel computing paradigms, algorithms, indexing, incremental computation, and distributed solutions. The success of the project will directly contribute to the scientific foundation of Big Data computation. It will also contribute to the development of local industry involving cybersecurity, social media-based recommendation, network management, knowledge graphs, and E-business. Read moreRead less
Cohesive Subgraph Discovery on Big Bipartite Graphs. This project aims to develop novel technology for efficient and scalable cohesive subgraph discovery on big bipartite graphs, including new theories, indexing techniques, and data processing algorithms. We anticipate addressing key challenges and laying scientific foundations of big graph computation, as well as delivering high-impact technologies. The success of the project will directly benefit the key applications in Australia such as cyber ....Cohesive Subgraph Discovery on Big Bipartite Graphs. This project aims to develop novel technology for efficient and scalable cohesive subgraph discovery on big bipartite graphs, including new theories, indexing techniques, and data processing algorithms. We anticipate addressing key challenges and laying scientific foundations of big graph computation, as well as delivering high-impact technologies. The success of the project will directly benefit the key applications in Australia such as cyber-security, health, bio-informatics, social networks, and E-commerce. The success of the project will also facilitate the training of PhD graduates and postdoctoral research associates in the area of Big Data.
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Wattzup - a context-aware residential demand-response system for smart energy management. This project falls within the National Research Priorities an environmentally sustainable australia and frontier technologies for building and transforming Australian industries. This project will develop an innovative context aware smart energy management system that will effectively reduce consumption and wastage in residential energy usage among individual homes. It will also be an important new technolo ....Wattzup - a context-aware residential demand-response system for smart energy management. This project falls within the National Research Priorities an environmentally sustainable australia and frontier technologies for building and transforming Australian industries. This project will develop an innovative context aware smart energy management system that will effectively reduce consumption and wastage in residential energy usage among individual homes. It will also be an important new technology that will be able to support the Australian utility industry in terms of incorporating context-sensitive demand-response strategies. The key innovation of the system will be to leverage a range of rich contextual information that is easily accessible and available for effective residential energy management.Read moreRead less
Transforming information systems design and use in social welfare agencies. This project aims to examine how electronic information systems (IS) can be redesigned to improve social welfare service delivery and support direct social work practice with those most in need. Using a proven ethnographic research design, this project aims to generate new knowledge and theory in the field of social informatics that is relevant to agencies across the sector. Expected outcomes of this project are practiti ....Transforming information systems design and use in social welfare agencies. This project aims to examine how electronic information systems (IS) can be redesigned to improve social welfare service delivery and support direct social work practice with those most in need. Using a proven ethnographic research design, this project aims to generate new knowledge and theory in the field of social informatics that is relevant to agencies across the sector. Expected outcomes of this project are practitioner-led and theoretically informed designs of IS and innovative ways to use them. Transforming the design and use of IS will enhance information about service activity and the needs of service users, thereby providing important benefits to the most vulnerable members of society.Read moreRead less
Connecting the Disconnected: Designing Socially Inclusive, Integrated, Archival and Recordkeeping Systems and Services. Archives and records are the memory banks of healthy organisations, governments, communities and societies. This project aims to address systemic failings of current systems to meet identity, memory and accountability needs of individuals and communities in crisis. It will pioneer a new participatory methodology for archival design to deliver sustainable, dynamic, and integrate ....Connecting the Disconnected: Designing Socially Inclusive, Integrated, Archival and Recordkeeping Systems and Services. Archives and records are the memory banks of healthy organisations, governments, communities and societies. This project aims to address systemic failings of current systems to meet identity, memory and accountability needs of individuals and communities in crisis. It will pioneer a new participatory methodology for archival design to deliver sustainable, dynamic, and integrated archival and recordkeeping systems. It will be developed through the co-design of an integrated archival access network for reconstructing identity and a life story archive system for children currently in care. This project aims to transform evidence and memory management into information infrastructure that better protects and respects human rights.Read moreRead less